ClawMetry is a free, open-source real-time observability dashboard designed specifically for AI agents running on OpenClaw. It provides instant visibility into various aspects of AI operations, including token costs, cron jobs, sub-agent activities, memory file changes, and session history, all within a single local dashboard.
Key Features:
- Real-time Monitoring: Track what your AI agents are doing in real-time, including spawning sub-agents and executing commands.
- Token Cost Tracking: Monitor token usage and costs per session and model, helping to optimize spending.
- Session History: Access detailed logs of every session, including tool calls and outcomes.
- Cron Job Monitoring: Keep an eye on cron job statuses and histories to ensure smooth operations.
- Sub-Agent Visibility: Gain insights into the activities of sub-agents, including the files they access and the tools they use.
- Cost Breakdown: Understand costs at a granular level, per-session, per-model, and per-tool.
Use Cases:
- Developers: Ideal for developers using OpenClaw who need to monitor and optimize their AI agents' performance.
- Data Scientists: Helps data scientists track resource usage and costs associated with AI model training and inference.
- System Administrators: Useful for system admins managing multiple AI agents, providing visibility into their operations and resource consumption.
With ClawMetry, you can ensure that your AI agents are operating efficiently and effectively, providing you with the insights needed to make informed decisions about your AI infrastructure.

